What is the role of machine learning in big data analysis?

A. To replace human analysts with automated systems मानव विश्लेषकों को स्वचालित प्रणालियों से प्रतिस्थापित करना

B. To generate random data samples यादृच्छिक डेटा नमूने उत्पन्न करने के लिए

C. To identify meaningful patterns and insights in large datasets बड़े डेटासेट में सार्थक पैटर्न और अंतर्दृष्टि की पहचान करना

D. To ignore data variety and focus only on volume

Correct Answer is :

C. To identify meaningful patterns and insights in large datasets

Explanation

Machine learning algorithms are used in big data analysis to identify patterns, trends, and insights in large and complex datasets that may not be apparent through traditional analysis methods.